{"id":"W4386454703","doi":"10.1002/9781119210801.ch7","title":"Material Extrusion","year":2021,"lang":"en","type":"other","venue":"","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Extrusion; Process (computing); Computation; Mechanical engineering; Fused deposition modeling; Deposition (geology); Materials science; Polymer; Nonlinear system; Computer science; Engineering; Physics; Metallurgy; Composite material; Algorithm; 3D printing; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577977,0.0007179494,0.0007247329,0.0009491628,0.0005425334,0.001480241,0.000943671,0.0008386712,0.02022848],"category_scores_gemma":[0.0005540272,0.0003640012,0.000666763,0.000828037,0.0003281207,0.001759361,0.0009877543,0.0005944306,0.01046865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005675323,"about_ca_system_score_gemma":0.0004165857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005484928,"about_ca_topic_score_gemma":0.000641417,"domain_scores_codex":[0.9994377,0.00002792052,0.00002720065,0.00009613725,0.0003780073,0.00003302975],"domain_scores_gemma":[0.9998901,0.00002569608,0.00001949855,0.00001960734,0.00003952437,0.000005426566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000178546,0.0001239729,0.001025604,0.003206572,0.00003535144,0.0006588569,0.000220413,0.04046114,0.06325141,0.1091746,0.04376774,0.7378957],"study_design_scores_gemma":[0.00001299342,0.0001237137,0.000592942,0.0004183905,0.00002662501,0.0008391484,0.00005973974,0.02589506,0.05559662,0.008667376,0.9077224,0.00004485921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03234978,0.06245767,0.4530044,0.0009626244,0.002301871,0.0005435837,0.002780214,0.005676419,0.4399235],"genre_scores_gemma":[0.2819194,0.1022394,0.2112433,0.0009228797,0.0005901933,0.0005271605,0.006485673,0.00181451,0.3942575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02022848,"threshold_uncertainty_score":0.067671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063016440403717,"score_gpt":0.2039912254739316,"score_spread":0.1933610610698945,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}